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Event-Based Contrastive Learning for Medical Time Series

Event-Based Contrastive Learning for Medical Time Series

16 December 2023
Hyewon Jeong
Nassim Oufattole
Matthew B. A. McDermott
Aparna Balagopalan
P. Chandak
Marzyeh Ghassemi
Collin M. Stultz
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Papers citing "Event-Based Contrastive Learning for Medical Time Series"

4 / 4 papers shown
Title
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation
P. Renc
Michal K. Grzeszczyk
Nassim Oufattole
Deirdre Goode
Y. Jia
...
J. Was
A. E. Samir
Jonathan W. Cunningham
D. W. Bates
Arkadiusz Sitek
44
1
0
10 Feb 2025
MEDS-Tab: Automated tabularization and baseline methods for MEDS
  datasets
MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets
Nassim Oufattole
Teya Bergamaschi
Aleksia Kolo
Hyewon Jeong
Hanna Gaggin
Collin M. Stultz
Matthew B. A. McDermott
38
1
0
31 Oct 2024
Recent Advances, Applications, and Open Challenges in Machine Learning
  for Health: Reflections from Research Roundtables at ML4H 2023 Symposium
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium
Hyewon Jeong
Sarah Jabbour
Yuzhe Yang
Rahul Thapta
Hussein Mozannar
...
Linying Zhang
Harvineet Singh
Tom Hartvigsen
Helen Zhou
Chinasa T. Okolo
VLM
AI4TS
OOD
43
2
0
03 Mar 2024
Learning Missing Modal Electronic Health Records with Unified
  Multi-modal Data Embedding and Modality-Aware Attention
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention
Kwanhyung Lee
Soojeong Lee
Sangchul Hahn
Heejung Hyun
E. Choi
Byungeun Ahn
Joohyung Lee
49
15
0
04 May 2023
1